常用的R语言包汇总

总结一下已经安装过R语言包，以防止换电脑而忘记

1. R的清华镜像：TUNA CRAN
2. Rstudio install.packages：【error】 unable to access index for repository https://mirrors.tuna.tsinghua.edu.cn/CRAN/src/contrib
   解决方案：进入到R的安装目录，编辑/etc/Rprofile.site
   添加 options(download.file.method=“libcurl”)，重新打开Rstudio即可

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R语言包按照task的一个分类汇总：CRAN Task Views

R包总结：

气象类

• crch Censored Regression with Conditional Heteroscedasticity
• ensembleBMA
• ensembleMOS
• ensemblepp
• rSQM: Statistical Downscaling Toolkit for Climate Change Scenario using Non Parametric Quantile Mapping
• scoringRules: Scoring Rules for Parametric and Simulated Distribution Forecasts
• verification: Weather Forecast Verification Utilities
• openair：Tools for the Analysis of Air Pollution Data（TaylorDiagram）

汇总命令：
install.packages(c("crch","ensembleBMA","ensembleMOS","ensemblepp","rSQM"))

地图类

B站视频：R语言绘制地图教程

• RPyGeo： ArcGIS Geoprocessing via Python
• maps: Draw Geographical Maps
• mapdata: Extra Map Databases
• maptools: Tools for Handling Spatial Objects
• mapplots: Data Visualisation on Maps
• rleafmap: Interactive Maps with R and Leaflet
• mapproj: Map Projections
• ggmap: Spatial Visualization with ggplot2

水文 Hydrological Data and Modeling

机器学习 ML

• readMLData： Reading Machine Learning Benchmark Data Sets in Different Formats
• randomForest：Breiman and Cutler’s Random Forests for Classification and Regression
• SpatialML Spatial Machine Learning
• ELMR： Extreme Machine Learning (ELM)
• forecastML： Time Series Forecasting with Machine Learning Methods
• caret Classification and Regression Training
• DALEX moDel Agnostic Language for Exploration and eXplanation